Addressing Leakage in ML Modeling of LTPP Pavement Sections
Published: 8 October 2026| Version 1 | DOI: 10.17632/8v8sn92bc2.1
Contributors:
Mohamad Alhalabi, Haider Ibrahim, Emran Alotaibi, , Ahmed FaheemDescription
The data includes the initially collected data from LTPP (i.e. the raw data) and all the subsets derived from the raw data as part of the methodology of this research project. Also, the files include the Python code which can be used to reproduce the results.
Files
Steps to reproduce
The raw data and the Python code are all in this repository folder. Running the code in Google Colab would reproduce the results.
Institutions
- Khalifa University of Science and TechnologyAbu Dhabi, Abu Dhabi
Categories
Asphalt, Pavement Modeling
Funders
- Khalifa University of Science and TechnologyAbu Dhabi, Abu DhabiGrant ID: KU-INT-FSU-2024-8474000667